Accelerating AI Systems Innovations to Democratize AI for a better Society | Prof. Dr. Jinjun Xiong (University at Buffalo)
layers of software abstractions, hardware heterogeneity, privacy and security concerns, and big-data driven machine learning models have made the development of optimized AI solutions extremely challenging [...] truly democratize the power of AI for the benefit of the society and humanity, AI systems innovation, driven by “earthly” AI solutions involving big data, AI models, and hybrid cloud computing infrastructures [...] high performance AI solutions and innovating related AI systems technologies, in particular, a data-driven reviewer recommendation AI solution, automation tools to identify system performance bottlenecks